Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 3299 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 21 |
| Duplicate rows (%) | 0.6% |
| Total size in memory | 367.3 KiB |
| Average record size in memory | 114.0 B |
Variable types
| Boolean | 2 |
|---|---|
| Categorical | 5 |
| Numeric | 8 |
Transported has constant value "" | Constant |
| Dataset has 21 (0.6%) duplicate rows | Duplicates |
Cabin_deck is highly overall correlated with Consumption_High_End and 1 other fields | High correlation |
Consumption_Basic is highly overall correlated with FoodCourt | High correlation |
Consumption_High_End is highly overall correlated with Cabin_deck | High correlation |
FoodCourt is highly overall correlated with Consumption_Basic | High correlation |
HomePlanet is highly overall correlated with Cabin_deck | High correlation |
CryoSleep is highly imbalanced (90.7%) | Imbalance |
VIP is highly imbalanced (79.2%) | Imbalance |
RoomService has 1222 (37.0%) zeros | Zeros |
FoodCourt has 1498 (45.4%) zeros | Zeros |
ShoppingMall has 1499 (45.4%) zeros | Zeros |
Spa has 1114 (33.8%) zeros | Zeros |
VRDeck has 1234 (37.4%) zeros | Zeros |
Consumption_High_End has 112 (3.4%) zeros | Zeros |
Consumption_Basic has 572 (17.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-07 10:50:28.896071 |
|---|---|
| Analysis finished | 2024-05-07 10:50:43.786237 |
| Duration | 14.89 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
CryoSleep
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.0 KiB |
| False | |
|---|---|
| True | 39 |
| Value | Count | Frequency (%) |
| False | 3260 | |
| True | 39 | 1.2% |
Destination
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.5 KiB |
| TRAPPIST-1e | |
|---|---|
| 55 Cancri e | |
| PSO J318.5-22 | 230 |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 11.139436 |
| Min length | 11 |
Characters and Unicode
| Total characters | 36749 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TRAPPIST-1e |
|---|---|
| 2nd row | TRAPPIST-1e |
| 3rd row | TRAPPIST-1e |
| 4th row | 55 Cancri e |
| 5th row | 55 Cancri e |
Common Values
| Value | Count | Frequency (%) |
| TRAPPIST-1e | 2521 | |
| 55 Cancri e | 548 | 16.6% |
| PSO J318.5-22 | 230 | 7.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| trappist-1e | 2521 | |
| 55 | 548 | 11.8% |
| cancri | 548 | 11.8% |
| e | 548 | 11.8% |
| pso | 230 | 5.0% |
| j318.5-22 | 230 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 5272 | |
| T | 5042 | |
| e | 3069 | |
| S | 2751 | |
| - | 2751 | |
| 1 | 2751 | |
| A | 2521 | |
| I | 2521 | |
| R | 2521 | |
| 5 | 1326 | 3.6% |
| Other values (13) | 6224 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36749 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 5272 | |
| T | 5042 | |
| e | 3069 | |
| S | 2751 | |
| - | 2751 | |
| 1 | 2751 | |
| A | 2521 | |
| I | 2521 | |
| R | 2521 | |
| 5 | 1326 | 3.6% |
| Other values (13) | 6224 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36749 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 5272 | |
| T | 5042 | |
| e | 3069 | |
| S | 2751 | |
| - | 2751 | |
| 1 | 2751 | |
| A | 2521 | |
| I | 2521 | |
| R | 2521 | |
| 5 | 1326 | 3.6% |
| Other values (13) | 6224 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36749 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 5272 | |
| T | 5042 | |
| e | 3069 | |
| S | 2751 | |
| - | 2751 | |
| 1 | 2751 | |
| A | 2521 | |
| I | 2521 | |
| R | 2521 | |
| 5 | 1326 | 3.6% |
| Other values (13) | 6224 |
VIP
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.0 KiB |
| False | |
|---|---|
| True | 108 |
| Value | Count | Frequency (%) |
| False | 3191 | |
| True | 108 | 3.3% |
RoomService
Real number (ℝ)
ZEROS
| Distinct | 1187 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 493.50995 |
| Minimum | 0 |
|---|---|
| Maximum | 14327 |
| Zeros | 1222 |
| Zeros (%) | 37.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 49 |
| Q3 | 690 |
| 95-th percentile | 2058.8 |
| Maximum | 14327 |
| Range | 14327 |
| Interquartile range (IQR) | 690 |
Descriptive statistics
| Standard deviation | 939.37342 |
|---|---|
| Coefficient of variation (CV) | 1.9034539 |
| Kurtosis | 33.046845 |
| Mean | 493.50995 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 4.4329406 |
| Sum | 1628089.3 |
| Variance | 882422.43 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1222 | |
| 1 | 67 | 2.0% |
| 2 | 38 | 1.2% |
| 3 | 31 | 0.9% |
| 4 | 27 | 0.8% |
| 6 | 15 | 0.5% |
| 9 | 14 | 0.4% |
| 5 | 13 | 0.4% |
| 13 | 11 | 0.3% |
| 19 | 10 | 0.3% |
| Other values (1177) | 1851 |
| Value | Count | Frequency (%) |
| 0 | 1222 | |
| 1 | 67 | 2.0% |
| 2 | 38 | 1.2% |
| 3 | 31 | 0.9% |
| 4 | 27 | 0.8% |
| 5 | 13 | 0.4% |
| 6 | 15 | 0.5% |
| 7 | 7 | 0.2% |
| 8 | 5 | 0.2% |
| 9 | 14 | 0.4% |
| Value | Count | Frequency (%) |
| 14327 | 1 | |
| 9920 | 1 | |
| 8586 | 1 | |
| 8243 | 1 | |
| 8209 | 1 | |
| 8168 | 1 | |
| 8142 | 1 | |
| 8030 | 1 | |
| 7406 | 1 | |
| 7172 | 1 |
FoodCourt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 887 |
|---|---|
| Distinct (%) | 26.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 340.47459 |
| Minimum | 0 |
|---|---|
| Maximum | 13561 |
| Zeros | 1498 |
| Zeros (%) | 45.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 219.5 |
| 95-th percentile | 1855 |
| Maximum | 13561 |
| Range | 13561 |
| Interquartile range (IQR) | 219.5 |
Descriptive statistics
| Standard deviation | 948.74852 |
|---|---|
| Coefficient of variation (CV) | 2.7865472 |
| Kurtosis | 45.513316 |
| Mean | 340.47459 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.6459835 |
| Sum | 1123225.7 |
| Variance | 900123.75 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1498 | |
| 1 | 88 | 2.7% |
| 2 | 57 | 1.7% |
| 4 | 41 | 1.2% |
| 3 | 39 | 1.2% |
| 5 | 27 | 0.8% |
| 10 | 23 | 0.7% |
| 6 | 21 | 0.6% |
| 7 | 21 | 0.6% |
| 9 | 19 | 0.6% |
| Other values (877) | 1465 |
| Value | Count | Frequency (%) |
| 0 | 1498 | |
| 1 | 88 | 2.7% |
| 2 | 57 | 1.7% |
| 3 | 39 | 1.2% |
| 4 | 41 | 1.2% |
| 5 | 27 | 0.8% |
| 6 | 21 | 0.6% |
| 7 | 21 | 0.6% |
| 8 | 14 | 0.4% |
| 9 | 19 | 0.6% |
| Value | Count | Frequency (%) |
| 13561 | 1 | |
| 12563 | 1 | |
| 11441 | 1 | |
| 9965 | 1 | |
| 8759 | 1 | |
| 8403 | 1 | |
| 8151 | 1 | |
| 8150 | 1 | |
| 7964 | 1 | |
| 7452 | 1 |
ShoppingMall
Real number (ℝ)
ZEROS
| Distinct | 740 |
|---|---|
| Distinct (%) | 22.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161.4451 |
| Minimum | 0 |
|---|---|
| Maximum | 4940 |
| Zeros | 1499 |
| Zeros (%) | 45.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 132.5 |
| 95-th percentile | 834.1 |
| Maximum | 4940 |
| Range | 4940 |
| Interquartile range (IQR) | 132.5 |
Descriptive statistics
| Standard deviation | 381.55627 |
|---|---|
| Coefficient of variation (CV) | 2.3633809 |
| Kurtosis | 34.236838 |
| Mean | 161.4451 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.7378629 |
| Sum | 532607.39 |
| Variance | 145585.19 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1499 | |
| 1 | 111 | 3.4% |
| 2 | 56 | 1.7% |
| 3 | 39 | 1.2% |
| 4 | 35 | 1.1% |
| 6 | 27 | 0.8% |
| 7 | 25 | 0.8% |
| 10 | 24 | 0.7% |
| 5 | 23 | 0.7% |
| 8 | 22 | 0.7% |
| Other values (730) | 1438 |
| Value | Count | Frequency (%) |
| 0 | 1499 | |
| 1 | 111 | 3.4% |
| 2 | 56 | 1.7% |
| 3 | 39 | 1.2% |
| 4 | 35 | 1.1% |
| 5 | 23 | 0.7% |
| 6 | 27 | 0.8% |
| 7 | 25 | 0.8% |
| 8 | 22 | 0.7% |
| 9 | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 4940 | 1 | |
| 4790 | 1 | |
| 4447 | 1 | |
| 4058 | 1 | |
| 3415 | 1 | |
| 2975 | 1 | |
| 2974 | 1 | |
| 2929 | 1 | |
| 2915 | 1 | |
| 2778 | 1 |
Spa
Real number (ℝ)
ZEROS
| Distinct | 1210 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 653.23535 |
| Minimum | 0 |
|---|---|
| Maximum | 16139 |
| Zeros | 1114 |
| Zeros (%) | 33.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 53 |
| Q3 | 658.5 |
| 95-th percentile | 3540.2 |
| Maximum | 16139 |
| Range | 16139 |
| Interquartile range (IQR) | 658.5 |
Descriptive statistics
| Standard deviation | 1488.3135 |
|---|---|
| Coefficient of variation (CV) | 2.2783727 |
| Kurtosis | 27.098163 |
| Mean | 653.23535 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | 4.4753054 |
| Sum | 2155023.4 |
| Variance | 2215077.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 85 | 2.6% |
| 2 | 49 | 1.5% |
| 4 | 25 | 0.8% |
| 5 | 22 | 0.7% |
| 3 | 21 | 0.6% |
| 9 | 19 | 0.6% |
| 6 | 17 | 0.5% |
| 7 | 16 | 0.5% |
| 8 | 16 | 0.5% |
| Other values (1200) | 1915 |
| Value | Count | Frequency (%) |
| 0 | 1114 | |
| 1 | 85 | 2.6% |
| 2 | 49 | 1.5% |
| 3 | 21 | 0.6% |
| 4 | 25 | 0.8% |
| 5 | 22 | 0.7% |
| 6 | 17 | 0.5% |
| 7 | 16 | 0.5% |
| 8 | 16 | 0.5% |
| 9 | 19 | 0.6% |
| Value | Count | Frequency (%) |
| 16139 | 1 | |
| 15586 | 1 | |
| 15331 | 1 | |
| 15238 | 1 | |
| 13995 | 1 | |
| 13104 | 1 | |
| 12062 | 1 | |
| 11001 | 1 | |
| 10976 | 1 | |
| 10941 | 1 |
VRDeck
Real number (ℝ)
ZEROS
| Distinct | 1185 |
|---|---|
| Distinct (%) | 35.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 646.04047 |
| Minimum | 0 |
|---|---|
| Maximum | 24133 |
| Zeros | 1234 |
| Zeros (%) | 37.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 27 |
| Q3 | 607.5 |
| 95-th percentile | 3408.3 |
| Maximum | 24133 |
| Range | 24133 |
| Interquartile range (IQR) | 607.5 |
Descriptive statistics
| Standard deviation | 1611.5102 |
|---|---|
| Coefficient of variation (CV) | 2.4944415 |
| Kurtosis | 40.677037 |
| Mean | 646.04047 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 5.2783244 |
| Sum | 2131287.5 |
| Variance | 2596965.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1234 | |
| 1 | 81 | 2.5% |
| 2 | 35 | 1.1% |
| 3 | 31 | 0.9% |
| 5 | 29 | 0.9% |
| 4 | 24 | 0.7% |
| 6 | 15 | 0.5% |
| 7 | 15 | 0.5% |
| 16 | 13 | 0.4% |
| 8 | 13 | 0.4% |
| Other values (1175) | 1809 |
| Value | Count | Frequency (%) |
| 0 | 1234 | |
| 1 | 81 | 2.5% |
| 2 | 35 | 1.1% |
| 3 | 31 | 0.9% |
| 4 | 24 | 0.7% |
| 5 | 29 | 0.9% |
| 6 | 15 | 0.5% |
| 7 | 15 | 0.5% |
| 8 | 13 | 0.4% |
| 9 | 12 | 0.4% |
| Value | Count | Frequency (%) |
| 24133 | 1 | |
| 20336 | 1 | |
| 17074 | 1 | |
| 16337 | 1 | |
| 12708 | 1 | |
| 12682 | 1 | |
| 12424 | 1 | |
| 12392 | 1 | |
| 12323 | 1 | |
| 12143 | 1 |
Cabin_deck
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.5 KiB |
| F | |
|---|---|
| G | |
| E | |
| D | |
| C | |
| Other values (3) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3299 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | G |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 1429 | |
| G | 632 | |
| E | 481 | 14.6% |
| D | 258 | 7.8% |
| C | 218 | 6.6% |
| B | 170 | 5.2% |
| A | 107 | 3.2% |
| T | 4 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 1429 | |
| g | 632 | |
| e | 481 | 14.6% |
| d | 258 | 7.8% |
| c | 218 | 6.6% |
| b | 170 | 5.2% |
| a | 107 | 3.2% |
| t | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 1429 | |
| G | 632 | |
| E | 481 | 14.6% |
| D | 258 | 7.8% |
| C | 218 | 6.6% |
| B | 170 | 5.2% |
| A | 107 | 3.2% |
| T | 4 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 1429 | |
| G | 632 | |
| E | 481 | 14.6% |
| D | 258 | 7.8% |
| C | 218 | 6.6% |
| B | 170 | 5.2% |
| A | 107 | 3.2% |
| T | 4 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 1429 | |
| G | 632 | |
| E | 481 | 14.6% |
| D | 258 | 7.8% |
| C | 218 | 6.6% |
| B | 170 | 5.2% |
| A | 107 | 3.2% |
| T | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 1429 | |
| G | 632 | |
| E | 481 | 14.6% |
| D | 258 | 7.8% |
| C | 218 | 6.6% |
| B | 170 | 5.2% |
| A | 107 | 3.2% |
| T | 4 | 0.1% |
Group_size
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8490452 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5.1 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5111095 |
|---|---|
| Coefficient of variation (CV) | 0.81723775 |
| Kurtosis | 5.2952 |
| Mean | 1.8490452 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3304131 |
| Sum | 6100 |
| Variance | 2.2834519 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 2038 | |
| 2 | 626 | 19.0% |
| 3 | 292 | 8.9% |
| 4 | 114 | 3.5% |
| 7 | 76 | 2.3% |
| 5 | 64 | 1.9% |
| 8 | 46 | 1.4% |
| 6 | 43 | 1.3% |
| Value | Count | Frequency (%) |
| 1 | 2038 | |
| 2 | 626 | 19.0% |
| 3 | 292 | 8.9% |
| 4 | 114 | 3.5% |
| 5 | 64 | 1.9% |
| 6 | 43 | 1.3% |
| 7 | 76 | 2.3% |
| 8 | 46 | 1.4% |
| Value | Count | Frequency (%) |
| 8 | 46 | 1.4% |
| 7 | 76 | 2.3% |
| 6 | 43 | 1.3% |
| 5 | 64 | 1.9% |
| 4 | 114 | 3.5% |
| 3 | 292 | 8.9% |
| 2 | 626 | 19.0% |
| 1 | 2038 |
HomePlanet
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.5 KiB |
| Earth | |
|---|---|
| Mars | |
| Europa |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.9569567 |
| Min length | 4 |
Characters and Unicode
| Total characters | 16353 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Europa |
|---|---|
| 2nd row | Europa |
| 3rd row | Earth |
| 4th row | Mars |
| 5th row | Earth |
Common Values
| Value | Count | Frequency (%) |
| Earth | 1901 | |
| Mars | 770 | |
| Europa | 628 | 19.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| earth | 1901 | |
| mars | 770 | |
| europa | 628 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3299 | |
| r | 3299 | |
| E | 2529 | |
| t | 1901 | |
| h | 1901 | |
| M | 770 | 4.7% |
| s | 770 | 4.7% |
| u | 628 | 3.8% |
| o | 628 | 3.8% |
| p | 628 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16353 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3299 | |
| r | 3299 | |
| E | 2529 | |
| t | 1901 | |
| h | 1901 | |
| M | 770 | 4.7% |
| s | 770 | 4.7% |
| u | 628 | 3.8% |
| o | 628 | 3.8% |
| p | 628 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16353 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3299 | |
| r | 3299 | |
| E | 2529 | |
| t | 1901 | |
| h | 1901 | |
| M | 770 | 4.7% |
| s | 770 | 4.7% |
| u | 628 | 3.8% |
| o | 628 | 3.8% |
| p | 628 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16353 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3299 | |
| r | 3299 | |
| E | 2529 | |
| t | 1901 | |
| h | 1901 | |
| M | 770 | 4.7% |
| s | 770 | 4.7% |
| u | 628 | 3.8% |
| o | 628 | 3.8% |
| p | 628 | 3.8% |
Transported
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.5 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3299 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3299 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3299 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3299 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3299 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3299 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3299 |
Consumption_High_End
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2073 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1792.7858 |
| Minimum | 0 |
|---|---|
| Maximum | 25463.229 |
| Zeros | 112 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 153 |
| Q1 | 636.93884 |
| median | 916 |
| Q3 | 1998 |
| 95-th percentile | 6341.1 |
| Maximum | 25463.229 |
| Range | 25463.229 |
| Interquartile range (IQR) | 1361.0612 |
Descriptive statistics
| Standard deviation | 2253.6199 |
|---|---|
| Coefficient of variation (CV) | 1.2570492 |
| Kurtosis | 14.430452 |
| Mean | 1792.7858 |
| Median Absolute Deviation (MAD) | 463 |
| Skewness | 3.1937766 |
| Sum | 5914400.2 |
| Variance | 5078802.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 112 | 3.4% |
| 804 | 14 | 0.4% |
| 809 | 10 | 0.3% |
| 788 | 8 | 0.2% |
| 771 | 7 | 0.2% |
| 791 | 7 | 0.2% |
| 625 | 7 | 0.2% |
| 738 | 7 | 0.2% |
| 759 | 7 | 0.2% |
| 754 | 7 | 0.2% |
| Other values (2063) | 3113 |
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 38.26729563 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 45 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 25463.22895 | 1 | |
| 20961 | 1 | |
| 18037 | 1 | |
| 17928 | 1 | |
| 16826 | 1 | |
| 16762 | 1 | |
| 16394 | 1 | |
| 16059 | 1 | |
| 15758 | 1 | |
| 14695 | 1 |
Consumption_Basic
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1249 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 501.91969 |
| Minimum | 0 |
|---|---|
| Maximum | 13576 |
| Zeros | 572 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 137 |
| Q3 | 584 |
| 95-th percentile | 2243.8 |
| Maximum | 13576 |
| Range | 13576 |
| Interquartile range (IQR) | 578 |
Descriptive statistics
| Standard deviation | 996.45028 |
|---|---|
| Coefficient of variation (CV) | 1.9852783 |
| Kurtosis | 35.273753 |
| Mean | 501.91969 |
| Median Absolute Deviation (MAD) | 137 |
| Skewness | 4.8063564 |
| Sum | 1655833.1 |
| Variance | 992913.16 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 572 | 17.3% |
| 1 | 82 | 2.5% |
| 2 | 48 | 1.5% |
| 3 | 36 | 1.1% |
| 4 | 35 | 1.1% |
| 5 | 31 | 0.9% |
| 10 | 29 | 0.9% |
| 6 | 26 | 0.8% |
| 13 | 26 | 0.8% |
| 7 | 23 | 0.7% |
| Other values (1239) | 2391 |
| Value | Count | Frequency (%) |
| 0 | 572 | |
| 1 | 82 | 2.5% |
| 2 | 48 | 1.5% |
| 3 | 36 | 1.1% |
| 4 | 35 | 1.1% |
| 5 | 31 | 0.9% |
| 6 | 26 | 0.8% |
| 7 | 23 | 0.7% |
| 8 | 15 | 0.5% |
| 9 | 21 | 0.6% |
| Value | Count | Frequency (%) |
| 13576 | 1 | |
| 12563 | 1 | |
| 11441 | 1 | |
| 9965 | 1 | |
| 8759 | 1 | |
| 8403 | 1 | |
| 8156 | 1 | |
| 8150 | 1 | |
| 7964 | 1 | |
| 7452 | 1 |
Age_group
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.5 KiB |
| Young adults | |
|---|---|
| Middle-aged | |
| Minor | |
| Senior | 114 |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.968475 |
| Min length | 5 |
Characters and Unicode
| Total characters | 36185 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Middle-aged |
|---|---|
| 2nd row | Young adults |
| 3rd row | Middle-aged |
| 4th row | Young adults |
| 5th row | Young adults |
Common Values
| Value | Count | Frequency (%) |
| Young adults | 2248 | |
| Middle-aged | 640 | 19.4% |
| Minor | 297 | 9.0% |
| Senior | 114 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| young | 2248 | |
| adults | 2248 | |
| middle-aged | 640 | 11.5% |
| minor | 297 | 5.4% |
| senior | 114 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 4496 | |
| d | 4168 | |
| l | 2888 | |
| g | 2888 | |
| a | 2888 | |
| n | 2659 | 7.3% |
| o | 2659 | 7.3% |
| t | 2248 | 6.2% |
| s | 2248 | 6.2% |
| Y | 2248 | 6.2% |
| Other values (7) | 6795 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36185 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 4496 | |
| d | 4168 | |
| l | 2888 | |
| g | 2888 | |
| a | 2888 | |
| n | 2659 | 7.3% |
| o | 2659 | 7.3% |
| t | 2248 | 6.2% |
| s | 2248 | 6.2% |
| Y | 2248 | 6.2% |
| Other values (7) | 6795 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36185 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 4496 | |
| d | 4168 | |
| l | 2888 | |
| g | 2888 | |
| a | 2888 | |
| n | 2659 | 7.3% |
| o | 2659 | 7.3% |
| t | 2248 | 6.2% |
| s | 2248 | 6.2% |
| Y | 2248 | 6.2% |
| Other values (7) | 6795 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36185 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 4496 | |
| d | 4168 | |
| l | 2888 | |
| g | 2888 | |
| a | 2888 | |
| n | 2659 | 7.3% |
| o | 2659 | 7.3% |
| t | 2248 | 6.2% |
| s | 2248 | 6.2% |
| Y | 2248 | 6.2% |
| Other values (7) | 6795 |
| Age_group | Cabin_deck | Consumption_Basic | Consumption_High_End | CryoSleep | Destination | FoodCourt | Group_size | HomePlanet | RoomService | ShoppingMall | Spa | VIP | VRDeck | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age_group | 1.000 | 0.097 | -0.054 | -0.044 | 0.151 | 0.000 | -0.040 | -0.055 | 0.120 | 0.002 | -0.021 | -0.011 | 0.062 | -0.016 |
| Cabin_deck | 0.097 | 1.000 | -0.351 | -0.522 | 0.148 | 0.223 | -0.347 | -0.191 | 0.721 | 0.018 | 0.023 | -0.256 | 0.226 | -0.259 |
| Consumption_Basic | -0.054 | -0.351 | 1.000 | 0.144 | 0.000 | 0.114 | 0.639 | 0.085 | 0.343 | -0.028 | 0.470 | 0.157 | 0.119 | 0.166 |
| Consumption_High_End | -0.044 | -0.522 | 0.144 | 1.000 | 0.011 | 0.181 | 0.232 | 0.168 | 0.498 | 0.164 | -0.128 | 0.388 | 0.131 | 0.352 |
| CryoSleep | 0.151 | 0.148 | 0.000 | 0.011 | 1.000 | 0.049 | -0.109 | 0.162 | 0.061 | -0.122 | -0.109 | -0.128 | 0.000 | -0.122 |
| Destination | 0.000 | 0.223 | 0.114 | 0.181 | 0.049 | 1.000 | -0.166 | -0.026 | 0.235 | 0.065 | 0.077 | -0.091 | 0.072 | -0.166 |
| FoodCourt | -0.040 | -0.347 | 0.639 | 0.232 | -0.109 | -0.166 | 1.000 | 0.096 | 0.358 | -0.231 | -0.182 | 0.259 | 0.126 | 0.329 |
| Group_size | -0.055 | -0.191 | 0.085 | 0.168 | 0.162 | -0.026 | 0.096 | 1.000 | 0.263 | -0.042 | -0.047 | 0.060 | 0.095 | 0.051 |
| HomePlanet | 0.120 | 0.721 | 0.343 | 0.498 | 0.061 | 0.235 | 0.358 | 0.263 | 1.000 | 0.334 | 0.252 | 0.052 | 0.218 | -0.077 |
| RoomService | 0.002 | 0.018 | -0.028 | 0.164 | -0.122 | 0.065 | -0.231 | -0.042 | 0.334 | 1.000 | 0.245 | -0.310 | 0.054 | -0.382 |
| ShoppingMall | -0.021 | 0.023 | 0.470 | -0.128 | -0.109 | 0.077 | -0.182 | -0.047 | 0.252 | 0.245 | 1.000 | -0.125 | 0.045 | -0.187 |
| Spa | -0.011 | -0.256 | 0.157 | 0.388 | -0.128 | -0.091 | 0.259 | 0.060 | 0.052 | -0.310 | -0.125 | 1.000 | 0.053 | 0.039 |
| VIP | 0.062 | 0.226 | 0.119 | 0.131 | 0.000 | 0.072 | 0.126 | 0.095 | 0.218 | 0.054 | 0.045 | 0.053 | 1.000 | 0.062 |
| VRDeck | -0.016 | -0.259 | 0.166 | 0.352 | -0.122 | -0.166 | 0.329 | 0.051 | -0.077 | -0.382 | -0.187 | 0.039 | 0.062 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| CryoSleep | Destination | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | Group_size | HomePlanet | Transported | Consumption_High_End | Consumption_Basic | Age_group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | False | TRAPPIST-1e | True | 43.0 | 3576.0 | 0.000000 | 6715.0 | 49.0 | A | 2 | Europa | 0 | 6807.0 | 3576.000000 | Middle-aged |
| 3 | False | TRAPPIST-1e | False | 0.0 | 1283.0 | 371.000000 | 3329.0 | 193.0 | A | 2 | Europa | 0 | 3522.0 | 1654.000000 | Young adults |
| 13 | False | TRAPPIST-1e | False | 719.0 | 1.0 | 65.000000 | 0.0 | 24.0 | G | 1 | Earth | 0 | 743.0 | 66.000000 | Middle-aged |
| 16 | False | 55 Cancri e | False | 1286.0 | 122.0 | 617.149795 | 0.0 | 0.0 | F | 1 | Mars | 0 | 1286.0 | 739.149795 | Young adults |
| 17 | False | 55 Cancri e | False | 0.0 | 1.0 | 0.000000 | 0.0 | 637.0 | F | 1 | Earth | 0 | 637.0 | 1.000000 | Young adults |
| 20 | False | 55 Cancri e | False | 412.0 | 0.0 | 1.000000 | 0.0 | 679.0 | F | 2 | Earth | 0 | 1091.0 | 1.000000 | Minor |
| 21 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | E | 6 | Earth | 0 | 0.0 | 0.000000 | Minor |
| 27 | False | TRAPPIST-1e | False | 980.0 | 2.0 | 69.000000 | 0.0 | 0.0 | D | 1 | Mars | 0 | 980.0 | 71.000000 | Young adults |
| 29 | False | TRAPPIST-1e | False | 0.0 | 225.0 | 0.000000 | 998.0 | 0.0 | F | 1 | Earth | 0 | 998.0 | 225.000000 | Minor |
| 31 | False | TRAPPIST-1e | False | 1125.0 | 0.0 | 136.000000 | 48.0 | 0.0 | F | 1 | Mars | 0 | 1173.0 | 136.000000 | Middle-aged |
| CryoSleep | Destination | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | Group_size | HomePlanet | Transported | Consumption_High_End | Consumption_Basic | Age_group | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8605 | False | TRAPPIST-1e | False | 2.0 | 45.0 | 45.0 | 0.0 | 815.0 | G | 3 | Earth | 0 | 817.0 | 90.0 | Young adults |
| 8610 | False | TRAPPIST-1e | False | 745.0 | 639.0 | 977.0 | 4.0 | 0.0 | F | 1 | Mars | 0 | 749.0 | 1616.0 | Young adults |
| 8611 | False | TRAPPIST-1e | False | 1.0 | 197.0 | 0.0 | 660.0 | 15.0 | F | 1 | Earth | 0 | 676.0 | 197.0 | Middle-aged |
| 8612 | False | TRAPPIST-1e | False | 676.0 | 0.0 | 13.0 | 0.0 | 12.0 | F | 1 | Earth | 0 | 688.0 | 13.0 | Young adults |
| 8621 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 3 | Mars | 0 | 0.0 | 0.0 | Young adults |
| 8623 | False | TRAPPIST-1e | False | 6.0 | 1.0 | 638.0 | 1107.0 | 23.0 | G | 1 | Earth | 0 | 1136.0 | 639.0 | Middle-aged |
| 8626 | False | TRAPPIST-1e | False | 2.0 | 0.0 | 918.0 | 128.0 | 0.0 | E | 1 | Mars | 0 | 130.0 | 918.0 | Minor |
| 8627 | False | TRAPPIST-1e | False | 699.0 | 0.0 | 600.0 | 0.0 | 0.0 | E | 1 | Mars | 0 | 699.0 | 600.0 | Young adults |
| 8649 | False | TRAPPIST-1e | False | 86.0 | 3.0 | 149.0 | 208.0 | 329.0 | F | 2 | Earth | 0 | 623.0 | 152.0 | Young adults |
| 8657 | False | 55 Cancri e | False | 0.0 | 1049.0 | 0.0 | 353.0 | 3235.0 | E | 2 | Europa | 0 | 3588.0 | 1049.0 | Young adults |
Most frequently occurring
| CryoSleep | Destination | VIP | RoomService | FoodCourt | ShoppingMall | Spa | VRDeck | Cabin_deck | Group_size | HomePlanet | Transported | Consumption_High_End | Consumption_Basic | Age_group | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 7 | Earth | 0 | 0.0 | 0.0 | Minor | 13 |
| 0 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 1 | Mars | 0 | 0.0 | 0.0 | Young adults | 10 |
| 19 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 7 | Earth | 0 | 0.0 | 0.0 | Minor | 10 |
| 1 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 2 | Mars | 0 | 0.0 | 0.0 | Young adults | 9 |
| 7 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 6 | Earth | 0 | 0.0 | 0.0 | Minor | 9 |
| 4 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 1 | Earth | 0 | 0.0 | 0.0 | Young adults | 8 |
| 6 | False | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 5 | Earth | 0 | 0.0 | 0.0 | Minor | 5 |
| 15 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 2 | Mars | 0 | 0.0 | 0.0 | Young adults | 5 |
| 16 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | E | 3 | Mars | 0 | 0.0 | 0.0 | Young adults | 5 |
| 20 | True | TRAPPIST-1e | False | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | G | 8 | Earth | 0 | 0.0 | 0.0 | Minor | 5 |